Resources Repository
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Resource PortalWeb Portal, Teaching Resource 2024Millennium Mathematics Project (MMP)
The Millennium Mathematics Project (MMP), a collaboration between the Faculties of Mathematics and Education at the …
The Millennium Mathematics Project (MMP), a collaboration between the Faculties of Mathematics and Education at the University of Cambridge, is a maths education and outreach initiative for ages 3 to 19 and the general public. The focus is on increasing mathematical understanding, confidence and enjoyment, developing problem-solving skills, and promoting creative and imaginative approaches to maths. The project consists of a family of complementary programmes, including the NRICH website, Plus online mathematics magazine, Wild Maths, and…
Health/Medicine | Science/Technology | Infectious Diseases | Probability/Bayes | Test Performance | Mathematical Models | Decision Analysis | Risk Analysis | Child/Nutrition | Environmental Health | Europe | High School | College | Graphics/Visualization | Quantitative Literacy -
Resource PackWeb Portal, Teaching Resource 2017Resource Pack: Valuing Vaccines and GAVI
This resource pack on valuing vaccines and GAVI was curated by the Center for Health …
This resource pack on valuing vaccines and GAVI was curated by the Center for Health Decision Science to showcase existing information and analyses to motivate students, educators and others to pursue new applications of decision science methods to the public health challenge of vaccine preventable illnesses.
Health/Medicine | Science/Technology | Infectious Diseases | Preferences/Values | Priority Setting/Ethics | Costing Methods | Mathematical Models | Dynamic Transmission | Calibration/Validation | Benefit-Cost Analysis | Cost-Effectiveness Analysis | Child/Nutrition | Health Systems | Global Governance | Economics/Finance | Government/Law | Global | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Policy Translation | Quantitative Literacy -
Lesson/ModuleWeb Portal, Teaching Resource 2017Translating Science Into Policy: The Role of Decision Science
This module introduces the basic techniques of “decision science” that are used in policy making. …
This module introduces the basic techniques of “decision science” that are used in policy making. The materials are mainly prescriptive, focusing on how to make good decisions, but also include examples of the systematic ways that people make poor decisions. The module: (1) surveys the meanings of utility; (2) examines decision making in conditions where risk is not an issue; (3) examines decision making in conditions where risk is an issue because the likelihood of…
Health/Medicine | Science/Technology | Infectious Diseases | Decision Psychology | Preferences/Values | Decision Analysis | Policy/Regulation | Government/Law | Global | North America | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Policy Translation -
Lesson/ModuleWeb Portal, Teaching Resource 2016Educational Module: Drug-Induced Birth Defects
Using the currently topical issue of whether SSRI (Selective Serotonin Reuptake Inhibitor) anti-depressants cause birth …
Using the currently topical issue of whether SSRI (Selective Serotonin Reuptake Inhibitor) anti-depressants cause birth defects, the module aims to provide students with a general understanding of the following: (1) human risk factor causation as determined by epidemiologic methods; (2) the limits of non-human toxicological evidence to the assessment of causality in humans; (3) the importance of pharmacovigilance for all medications; (4) special difficulties in identifying causes of human birth defects; (5) the importance of…
Health/Medicine | Science/Technology | Chronic Disease/Risk | Health Outcomes | Evidence Synthesis | Risk Analysis | Child/Nutrition | Government/Law | Global | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Quantitative Literacy -
Lesson/ModuleWeb Portal, Teaching Resource 2014Life Saving Maths: How Does Vaccination Work?
This learning module explores decision-making in vaccinations, and unpacks how epidemics spread through herd immunity. …
This learning module explores decision-making in vaccinations, and unpacks how epidemics spread through herd immunity. Through video clips, Dr. Julia Gog and Dr. Andrew Conlan explain simple mathematical models for infectious disease to illustrate the importance of immunization. Related resources, such as activities, worksheets, and presentations, are available to help students investigate the effects of vaccination. These activities are recommended to be used together but can also be used independently. They are aimed at a…
Health/Medicine | Science/Technology | Infectious Diseases | Mathematical Models | Dynamic Transmission | Global | High School | Critical Thinking/Analysis | Quantitative Literacy -
Lesson/ModuleWeb Portal, Teaching Resource 2011Epidemics: Modelling with Mathematics
This learning module explores mathematically modeling disease epidemics. Through video clips, Dr. Julia Gog and …
This learning module explores mathematically modeling disease epidemics. Through video clips, Dr. Julia Gog and Dr. Andrew Conlan explain simple mathematical models for how disease spreads through populations, and how these models can be built upon for more complex modelling. These models can be used to predict epidemics, and in turn, help to mitigate their risks. Related resources, such as activities, worksheets, and presentations, are available to help students investigate mathematical modelling. These activities are…
Health/Medicine | Science/Technology | Infectious Diseases | Mathematical Models | Global | High School | College | Critical Thinking/Analysis | Decision Making/Leadership -
Teaching PackWeb Portal, Teaching Resource 2018Teaching Pack: A Methods Sampler
This teaching pack features a collection of videos by Professor David Cutler, introducing basic concepts in …
This teaching pack features a collection of videos by Professor David Cutler, introducing basic concepts in epidemiology, economics and statistics, to support his undergraduate course, "EMR20: Why is There No Cure for Health Care?" Concept sketches, prototypes, and videos were completed and produced during Cutler's collaborative residency at the Global Health Education and Learning Incubator (GHELI).Videos include: EMR20: What is an Epidemic? (~10 min) EMR20: Dynamics of an Epidemic (~13 min) EMR20: The Economics of Pharmaceuticals, Part 1 (~20 min)…
Health/Medicine | Infectious Diseases | Social Determinants | Policy/Regulation | Business/Industry | Economics/Finance | Global | North America | High School | College | Graduate | Critical Thinking/Analysis | Quantitative Literacy -
Teaching PackWeb Portal, Teaching Resource 2018Teaching Pack: Teaching Prototypes for Decision Analysis
These videos, developed by Professor Myriam Hunink during an immersion residency at the Center for …
These videos, developed by Professor Myriam Hunink during an immersion residency at the Center for Health Decision Science (CHDS) Media Hub, reflect experiments to augment brick and mortar teaching with multimedia materials that emphasize visualization of basic concepts. The first video introduces decision making under uncertainty, and illustrates the use of probability and odds to quantitatively express uncertainty. The second and third videos introduce probability revision visually and analytically, showing how an initial probability is…
Health/Medicine | Chronic Disease/Risk | Probability/Bayes | Test Performance | Value of Information | Health Systems | North America | Europe | High School | College | Graduate | Doctoral | Critical Thinking/Analysis | Graphics/Visualization | Quantitative Literacy -
Lesson/ModuleWeb Portal, Teaching Resource 2011“Eating Bacon Sandwiches is Bad for You!” Evaluating Risk
This packet of lessons on evaluating risk contains videos, activities, worksheets, notes, and answers on …
This packet of lessons on evaluating risk contains videos, activities, worksheets, notes, and answers on analyzing statistical data. Using mathematics, these exercises engage students by tackling real world issues in health decision-making, such as the risk of eating bacon sandwiches. These activities are recommended to be used together but can also be used independently. They are aimed at a high school learning level and higher.
Health/Medicine | Chronic Disease/Risk | Decision Analysis | High School | College | Critical Thinking/Analysis | Quantitative Literacy